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Best Practices for Doing ML Research

• Machine Learning for Materials Scientists: An Introductory Guide toward Best Practices
• Best practices in machine learning for chemistry

Scientific and Data Visualization

• Best Color Palettes for Scientific Figures and Data Visualizations